Custom agents

A jurisdiction-aware Retrieval-Augmented Generation system for legal research built with Hy and org-mode literate programming

A RAG model that takes document input and answers query related pertaining to the document

Full-stack platform that scrapes, stores, and analyzes sports betting odds in real time using a LangGraph AI agent powered by DeepSeek V3.1.

A lightweight expert-system framework for modeling and testing medical diagnostic rules, with multiple approaches.

An Advanced Retrieval-Augmented Generation (RAG) system powered by a Knowledge Graph + Neo4j + Cypher-based retrieval + Review loop architecture.

AI-powered agricultural scheme eligibility checker using RAG Engine, Groq LLM, and voice interface

:book: BRACE — Bible retrieval-augmented (Catholic edition)

Smart Corpus — AI-Powered Document Intelligence Platform with Knowledge Graph, Semantic Search & RAG Q&A. 100% local deployment. 持续更新的智能语料库系统

Physics-Inspired Reranking via Token-Level Point Clouds & PDE Fusion | NFCorpus NDCG@10 = 0.3232 (+47.2%) | 26ms CPU | Zero training

Create, store and enable embeddings related features like semantic search, RAG, recommendation, image to image and more

A Retrieval-Augmented Generation (RAG) using Llama Model Fine Tune - The system that extracts and embeds Cirebon cuisine knowledge into a PostgreSQL database with pgvector, enabling efficient retrieval and contextual responses using FastAPI and Docker.

This project, Auditron, was created as part of the Challenge-Based Learning (CBL) AI project at Esprit School of Engineering - Tunisia.

a local, multilingual (EN/IT) study assistant that indexes course materials and answers questions with citations—using multilingual-e5-base for retrieval and Llama 3.1-8B for generation. CLI-only.

Vietnamese Legal Chatbot is a chatbot designed to assist users with legal inquiries in Vietnamese.

VerixAI: An intelligent document analysis platform using RAG for querying large document collections and receiving AI-generated answers with verifiable citations.

A Retrieval-Augmented Generation (RAG) system implemented in Go

AlightRAG: Association Reasoning Based Multi-Hop Question Answering System（基于联系式推理的多跳问题回答系统）

Retrieval-Augmented Generation Bot

VIC-style tiered retrieval demo with native KIOXIA AiSAQ for low-DRAM, storage-aware semantic search.

A sophisticated AI-powered tool for analyzing S-1 IPO filings using Google's Gemini AI. This application provides comprehensive financial analysis, data extraction, and interactive Q&A capabilities for SEC S-1 documents.

This is a legal AI system that generates executive summaries and clause-grounded answers from long TOS documents. It is optimized for CPU-only deployement

understand the structure of markdown and its elements (tables, diagrams,...) for search and retrieval augmented generation

bot for Ministry of Planning, Development & Special Initiatives

A curated cookbook of practical ML, LLM, RAG, evaluation, and AI systems notebooks.

A vetted shortlist of tools an AI agent can call end-to-end. Strict bar - if a step needs KYC, dashboard config, or a click-to-enable gate, the tool is not on the list.

Type-safe TypeScript SDKs for Meta (Facebook, Instagram, Threads), TikTok, and Google Ads — fetch-based, auto-generated from official specs, AI-agent ready. Powering openpromo.app.

Machine-readable merchant verification infrastructure for AI shopping agents and agentic commerce systems.

CLO (Cross-LLM Orchestrator) is a specialized browser extension designed to eliminate context loss when switching between different LLM platforms. It acts as a **"Reasoning State Virtual Machine"**, capturing the cognitive state of a conversation and enabling it to be "rehydrated" into any other model seamlessly.

Point at any element on the page. One click copies a structured reference (React component, selectors, texts) for Claude Code, Codex, or any other coding tool.

A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, germplasm, genotypes, & more - across Breedbase, T3, Sweetpotatobase, & any BrAPI v2-compliant server.

Persistent, correctable memory for AI. Corrections prevent repeat mistakes. Zero dependencies. Works with any LLM. pip install neveronce

Deterministic method-first retrieval for AI coding agents.

A simple toolkit that provides basic schemas and validation logic for tool calling functionality in Large Language Model applications.

Multiagent chatbot 🤖🤖🤖 - Lab with Agno and open source llms

A powerful Custom Tool that enables AI agents to autonomously execute GraphQL queries and mutations. This package allows AI agents to intelligently interact with GraphQL APIs, making decisions about when and how to fetch or modify data through GraphQL endpoints without explicit human intervention.

갈무리 — the Korean art of putting things away properly. A Claude Code plugin that gathers scattered thoughts into something you'd want to keep.

MCP server for Watchr. Competitive intelligence & brand monitoring for AI assistants. https://www.watchr.ai

Jane is a Model Context Protocol (MCP) server that provides a knowledge management system for stdlib and specs documents.

Read-only MCP server exposing a local Calibre library (search, details, FTS, samples)

Spatial text browser execution layer for AI agents. 10x cheaper than screenshots.

A modern, real-time quota monitor for MiniMax API. Features a semi-transparent floating UI, precise RPM tracking, smooth animations, and persistent configuration.

A CLI for generating LLM-backed metrics for deciding how closely to review code

BETO formalizes the ignorance of an AI. Materializes raw semantic intent into fully traceable, auditable software.

The Multi-LLM Benchmarking Tool

The grep-native language for agentic systems — Claude Code plugin

A Tauri desktop app for browsing local conversation histories from AI coding agents in one place.

Cursor rules to save time and money: lightweight rules to help AI copilots write better code, reduce compute cost, and keep teams moving fast.

Selenium WebDriver MCP server for AI agents and LLM-powered browser automation

Extract your honne — the real working self underneath tatemae — from your Claude transcripts.

macOS developer tool that snapshots your project into one readable file and applies AI-edited changes back. Deterministic, LLM-friendly dump/undump.

Semantic code context for AI agents.

Workflow orchestration for AI coding assistants. Creates isolated git worktrees & tmux sessions for Claude Code. Practical infrastructure for AI-enhanced development.

Next.js app for Claude code best practices built with Fumadocs. Document and explore content sources, routes, and MDX docs for fast, scalable docs sites. 🐙

A powerful Android application that transforms YouTube videos into interactive learning experiences by extracting transcripts, generating summaries, and creating structured tutorials.

Allows autoGPT to use absolute paths

Use Finnhubs API for SuperAGI agents.

I wanted to play with an autonomous AI and I wanted to do it in Ruby...

Lightweight, single-file vector database for experiments and small projects.

A babyAGI based fake news detector

Local agent OS for solo builders: launchd-managed Claude Code/Codex fleets, git-worktree isolation, Slack reporting, safety gates, and reproducible setup.

Generate AI context files from your codebase's actual conventions. Not what agents already know — what they keep missing.

Tiny SSH-first tmux dashboard for AI coding agents.

Vibe-coded experiment in LLM-driven character simulation. First-class chat AND image generation, world map, soul system, group chats, multi-provider LLM routing, ComfyUI/A1111/cloud backends. Alpha, single-tester. Source-available, non-commercial.

🗣️ Engage in real-time voice conversations with an AI agent using Next.js and ElevenLabs for an interactive and responsive user experience.

Official SDKs and CLI for the Berry Communication Protocol — agent-facing API of the V-Box community platform.

AI-powered image generation and chat studio

A reinforcement learning agent that learns to intelligently shape electricity demand, reducing peak loads and optimizing energy consumption in real-time.

The AI Agent Operations Platform for Power E-commerce Sellers

Agentic LLM system for binary exploitation using MCP tools and pwntools

Reusable Agent Skill for architecture-as-code with LikeC4: create/update C4-style models, validate, and export diagrams.

Long-horizon planning engine for LLM agents

Polymarket research MCP server with 10 tools (odds, orderbook, spread, history) + autonomous trading bot framework. Claude Sonnet decision-making, pluggable strategies, SQLite persistence

This repository curates resources on Code Agent technology, including blogs, research papers, interviews, and related materials.

ESP32-family flasher in Rust with structured NDJSON observability for CI/CD and LLM feedback loops — a faithful esptool port plus a final-report file, diagnostic hint engine, and stable exit codes

Fully local AI assistant & coding agent. LM Studio + ChromaDB + Tauri desktop app. Second brain, autonomous bots, emotional drives. Zero cloud, zero telemetry.

AI Agent that develops OpenSCAD code and rendering based on initial object description, and iterative feedback improvements.

探索在日常开发中，让 AI 编程助手保持上下文连贯与执行纪律的协作工作流。Exploring practical collaboration patterns for AI coding assistants.

Multi-agent OS on Claude Code. Each agent gets a Discord channel, a markdown vault for memory, and launchd for cron. Built for solo founders shipping like a team.

Polywave Agent Skill for Claude Code: parallel AI agents with disjoint file ownership, worktree isolation, and human-reviewed plans. Requires polywave-tools CLI.

Open-source offensive security tools, plus a vendor-agnostic AI agent that runs authorized pentest engagements using only tools from this list.

The core belief layer for AI agents. MnemeBrain Lite stores structured beliefs instead of text memories — enabling contradiction detection, belief revision, and explainable reasoning.

Hand-crafted Paperclip Agent Companies, ready to deploy. Install: npx companies.sh add stubbi/companies/<slug>

Project docs that answer locally before the web — file-based Agent Skills for Claude Code, Gemini CLI, GitHub Copilot, and OpenCode.

The Ultimate AI Arsenal of 16+ Elite, Production-Ready Skills for Claude LLM. Transform Your AI into a Self-Evolving Autonomous Agent Engineered for Full-Scale Web Engineering, Claude Code Expert, MCP Builder & Data Supremacy, and Algorithmic Art at Unmatched Precision. 🚀

Observability and influence tracing infrastructure for multi-agent AI systems.

Think in teams, not prompts.

Contract Intelligence Platform combining layout-aware ingestion, NLI-based semantic diff, policy-grounded risk agents, and auditable multi-agent workflows — production-ready with tenant isolation, DLP, cost controls, and deterministic fallbacks.

OpenCarrier — 开源 AI Agent 操作系统 | 基于 Rust 的分身引擎，支持微信/飞书/钉钉/企业微信多平台接入，插件化工具扩展，7×24 小时自主调度运行

The deliberation & governance layer for autonomous organizations. Built like an institution: verifiable audit log, Sybil-resistant reputation, delegated identity, and metered access over MPP + x402/ATXP.

Multi-agent LLM trading framework: hard-discipline (code) + soft-judgment (LLM) hybrid. Best risk-adjusted performance on NVDA 6-month benchmark — +43.9% / -3.2% MDD, beating RSI, Momentum, Buy & Hold, and single-agent LLM. Raw returns top all baselines once the position cap is lifted. Adapted from TauricResearch/TradingAgents, built on LangGraph.

🎥 Google Meet for AI agents — coordinate many agents from a single primary over a simple HTTP API, watched live in the browser. Self-hosted, 100% local.

A .NET 9 multi-agent platform where AI agents (Silicon Beings) self-evolve via Roslyn dynamic compilation. Features tick-driven time-sliced scheduling, executor-permission security, and zero-database file storage. Cross-platform, single-file deployable.

Local-first AI agent framework with approval gates, audit trails, and resumable multi-surface workflows.

A browser-based War card game built with Three.js - tutorial project for multi-agent development

Multi-agent AI system for turning natural language or reference software into Verilog RTL, testbenches, docs, and FPGA onboarding assets.

A bio-inspired multi-agent defense framework with self-diagnosis, self-healing, and self-evolution capabilities, built with LangGraph

Minimal, forkable workspace template for AI agent development. AGENTS.md + SOUL.md + HEARTBEAT.md + MEMORY/ structure.

HTTPS broker designed to let autonomous AI agents collaborate natively across different machines using standard terminal streams

Interactive multi-persona AI conversation platform using Ollama. Create AI personas with distinct roles and watch them engage in dynamic conversations with @mention support, configurable context, and advanced log analysis.